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RISEnhanced Joint Estimation of State of Charge and State of Power for Lithium-Ion Batteries Using a Gated Recurrent Unit–Transformer Model With Multiple Input Features
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. The estimated results of the state of charge (SOC) for lithium-ion (Li-ion) batteries obtained using conventional data-driven methods often exhibit significant fluctuations that pose challenges in accurately ...